Scalability of Non-Rigid 3D Shape Retrieval (Unknown language)

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Due to recent advances in 3D acquisition and modeling, increasingly large amounts of 3D shape data become available in many application domains. This rises not only the need for effective methods for 3D shape retrieval, but also efficient retrieval and robust implementations. Previous 3D retrieval challenges have mainly considered data sets in the range of a few thousands of queries. In the 2015 SHREC track on Scalability of 3D Shape Retrieval we provide a benchmark with more than 96 thousand shapes. The data set is based on a non-rigid retrieval benchmark enhanced by other existing shape benchmarks. From the baseline models, a large set of partial objects were automatically created by simulating a range-image acquisition process. Four teams have participated in the track, with most methods providing very good to near-perfect retrieval results, and one less complex baseline method providing fair performance. Timing results indicate that three of the methods including the latter baseline one provide near- interactive time query execution. Generally, the cost of data pre-processing varies depending on the method.

Table of contents conference proceedings

The table of contents of the conference proceedings is generated automatically, so it can be incomplete, although all articles are available in the TIB.

1
3D GrabCut: Interactive Foreground Extraction for Reconstructed 3D Scenes
Meyer, Gregory P. / Do, Minh N. | 2015
7
Automatic 3D Object Fracturing for Evaluation of Partial Retrieval and Object Restoration Tasks - Benchmark and Application to 3D Cultural Heritage Data
Gregor, Robert / Bauer, Danny / Sipiran, Ivan / Perakis, Panagiotis / Schreck, Tobias | 2015
15
Randomized Sub-Volume Partitioning for Part-Based 3D Model Retrieval
Furuya, Takahiko / Kurabe, Seiya / Ohbuchi, Ryutarou | 2015
23
Partial 3D Object Retrieval combining Local Shape Descriptors with Global Fisher Vectors
Savelonas, Michalis A. / Pratikakis, Ioannis / Sfikas, Konstantinos | 2015
31
Indoor Location Retrieval using Shape Matching of KinectFusion Scans to Large-Scale Indoor Point Clouds
Al-Nuaimi, Anas / Piccolrovazzi, Martin / Gedikli, Suat / Steinbach, Eckehard / Schroth, Georg | 2015
39
Sketch-based 3D Object Retrieval Using Two Views and a Visual Part Alignment
Yasseen, Zahraa / Verroust-Blondet, Anne / Nasri, Ahmad | 2015
47
3D Object Retrieval with Parametric Templates
Getto, Roman / Fellner, Dieter W. | 2015
55
Morphological Analysis of 3D Faces for Weight Gain Assessment
Giorgi, Daniela / Pascali, Maria Antonietta / Raccichini, Giovanni / Colantonio, Sara / Salvetti, Ovidio | 2015
63
A Spatio-Temporal Descriptor for Dynamic 3D Facial Expression Retrieval and Recognition
Danelakis, Antonios / Theoharis, Theoharis / Pratikakis, Ioannis | 2015
71
Accelerating the Computation of Canonical Forms for 3D Nonrigid Objects using Multidimensional Scaling
Shamai, Gil / Zibulevsky, Michael / Kimmel, Ron | 2015
79
ThOR: Three-dimensional Object Retrieval Library
Pascoal, Pedro B. / Ferreira, Alfredo | 2015
83
Towards Scientific Benchmarks: On Increasing the Credibility of Benchmarks
Gundersen, Odd Erik | 2015
87
Bag of Compact HKS-based Feature Descriptors
ElNaghy, Hanan / Hamad, Safwat | 2015
91
Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval
Werghi, Naoufel / Tortorici, Claudio / Berretti, Stefano / Bimbo, Alberto Del | 2015
95
RETRIEVAL 3D: An On-line Content-Based Retrieval Performance Evaluation Tool
Koutsoudis, Anestis / Ioannakis, George / Pratikakis, Ioannis / Chamzas, Christos | 2015
99
Canonical Forms for Non-Rigid 3D Shape Retrieval
Pickup, David / Sun, Xianfang / Rosin, Paul L. / Martin, Ralph R. / Cheng, Zhiquan / Nie, Sipin / Jin, Longcun | 2015
107
Non-rigid 3D Shape Retrieval
Lian, Z. / Zhang, J. / Choi, S. / ElNaghy, H. / El-Sana, J. / Furuya, T. / Giachetti, A. / Guler, R. A. / Lai, L. / Li, C. et al. | 2015
121
Scalability of Non-Rigid 3D Shape Retrieval
Sipiran, I. / Bustos, B. / Schreck, T. / Bronstein, A. M. / Choi, S. / Lai, L. / Li, H. / Litman, R. / Sun, L. | 2015
129
3D Object Retrieval with Multimodal Views
Gao, Yue / Liu, Anan / Nie, Weizhi / Su, Yuting / Dai, Qionghai / Chen, Fuhai / Chen, Yingying / Cheng, Yanhua / Dong, Shuilong / Duan, Xingyue et al. | 2015
137
Retrieval of Non-rigid (textured) Shapes Using Low Quality 3D Models
Giachetti, Andrea / Farina, Francesco / Fornasa, Francesco / Tatsuma, Atsushi / Sanada, Chika / Aono, Masaki / Biasotti, Silvia / Cerri, Andrea / Choi, Sungbin | 2015
145
Retrieval of Objects Captured with Kinect One Camera
Pascoal, Pedro B. / Proença, Pedro / Gaspar, Filipe / Dias, Miguel Sales / Teixeira, Filipe / Ferreira, Alfredo / Seib, Viktor / Link, Norman / Paulus, Dietrich / Tatsuma, Atsushi et al. | 2015
153
Range Scans based 3D Shape Retrieval
Godil, A. / Dutagaci, H. / Bustos, B. / Choi, S. / Dong, S. / Furuya, T. / Li, H. / Link, N. / Moriyama, A. / Meruane, R. et al. | 2015